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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2884 result(s) for “Big Data in Robotics and Automation” Page 3 of 58
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SDPRLayers: Certifiable Backpropagation through Polynomial Optimization Problems in Robotics AI summary
Connor Holmes, Frederike Dümbgen, Timothy Barfoot
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One-Shot Autofocus Via User-Adaptive Gaze Control for Robot-Assisted Microsurgery AI summary
Yao Guo, Guang-Zhong Yang
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Validation of Space Robotics in Underwater Environments Via Disturbance Robustness Equivalency AI summary
Joris Verhagen, Elias Krantz, Chelsea Sidrane, David Dörner, Nicola De Carli, Pedro Roque, Huina Mao, Gunnar Tibert, Ivan Stenius, Christer Fuglesang, Dimos V. Dimarogonas, Jana Tumova
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RoboPrec: Enabling Reliable Embedded Computing for Robotics by Providing Accuracy Guarantees across Mixed-Precision Datatypes AI summary
Alp Eren Yilmaz, Thomas Bourgeat, Lillian Pentecost, Brian Plancher, Sabrina Neuman
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The Curse of Precision: A Data Scaling Law for High-Precision Robotic Manipulation AI summary
Cuijie Xu, Yuanfan Xu, Min Xue, Jianjie Lin, Xudong Zhang, Jian Wang, Yu Wang, Jincheng Yu
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Beyond Domain Randomization: Safety Certificates for Reinforcement Learning AI summary
Paula Stocco, Francesco Micheli, Niklas Schmid, John Lygeros, Efe Balta
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AeroScene: Progressive Scene Synthesis for Aerial Robotics AI summary
Nghia Vu Huu, Tuong Do, Viet-Dzung Tran, Binh Nguyen, Hoan Nguyen, Erman Tjiputra, Quang Tran, Hai-Nguyen (Hann) Nguyen, Anh Nguyen
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Learning-Based Robust Control: Unifying Exploration and Distributional Robustness for Reliable Robotics Via Free Energy AI summary
Hozefa Jesawada, Giovanni Russo, Abdalla Swikir, Fares Abu-Dakka
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GenLaM: Generative Layered Mesh for Multi-Modal Sensor Emulation in Robotics AI summary
Aakash Singh Bais, Akash Patel, Christoforos Kanellakis, George Nikolakopoulos
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Safe Robotics Control with Directional Projection Control Barrier Functions Via Differentiable Optimization AI summary
Yan Wei, Jiajie Yao, Xinyi Yu, Linlin Ou
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Python Bindings for a Large C++ Robotics Library: The Case of OMPL AI summary
Weihang Guo, Theodoros Tyrovouzis, Lydia Kavraki
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A Novel Upper Limb Rehabilitation Framework Based on Dual-Arm Robotics for Therapist-Like Traction Training AI summary
Gao Lin, Fei Wang, Shuai Han
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Exploiting Vulnerabilities: Universal Adversarial Attacks on Vision-Language-Action Models in Robotics AI summary
Songhua Yang, Ziyu Liu, Yuanwei Liu, Xuetao Li, Xuanye Fei, He Huang, Zheng WANG, Miao Li
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Enhancing Dual-Loop Pressure Control in Pneumatic Soft Robotics with a Comparison of Evolutionary Algorithms for PID & FOPID Controller Tuning AI summary
Jacqueline Libby, Mostafa Mo. Massoud, Paulo Henrique Teixeira Franca Alves
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TEGA: A Tactile-Enhanced Grasping Assistant for Assistive Robotics Via Sensor Fusion and Closed-Loop Haptic Feedback AI summary
Hengxu You, Tianyu Zhou, Fang Xu, Kaleb Smith, Jing Du
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Uncovering Communication Bottlenecks in Scalable ROS 2 Deployments on Kubernetes for Cloud/Edge Robotics AI summary
Yongzhou Zhang, Oliver Waldhorst, Björn Hein
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TIGeR: Tool-Integrated Geometric Reasoning in Vision-Language Models for Robotics AI summary
Yi Han, Enshen Zhou, Shanyu Rong, Jingkun An, Pengwei Wang, Zhongyuan Wang, Cheng Chi, Lu Sheng, Shanghang Zhang
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Integrating Artificial Vision and Wearable Robotics: Adaptive Assistance Enabled by Manipulation Context Awareness AI summary
Sandro Ferrari, Emanuele Aimi, Francesco Missiroli, Federico Masiero, Maura Casadio, Lorenzo Masia
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Force Estimation and Position Control of a Hydraulic Folded Pouch Actuator for Soft Robotics AI summary
Jie Li, Jianlin Yang, Jinling Qiu, Hanqi Lou, Zhangxi Zhou, George Mylonas
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Soft 3D-Printed Endoskeleton for Precise Tendon Routing in Soft Robotics AI summary
Emanuele Solfiti, Alessio Mondini, Emanuela Del Dottore, Barbara Mazzolai, Alberto Parmiggiani
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Contrastive Auditory Knowledge Transfer for Tool-Mediated Robot Interaction with Granular Objects AI summary
Si Liu, Jindan Huang, Zhengyan Huan, Michael Hughes, Jivko Sinapov
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Learnable Conformal Prediction for Safe and Efficient Robotics under Perception and Planning Uncertainties AI summary
Divake Kumar, Sina Tayebati, Francesco Migliarba, Ranganath Krishnan, Amit Ranjan Trivedi
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Fast Monocular Depth Estimation for Underwater Robotics Leveraging Attenuation Differences As Supplementary Information AI summary
Hao Wang, Liang Lu, Yan Dong, Bin Han
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A Soft Oscillator with On-The-Fly Tunable Dynamics for Adaptive Robotics AI summary
Shaoxiang Wang, Tianqi Yue, Hanwen Ge, Hemma Philamore, Andrew Conn
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The Developments and Challenges towards Dexterous and Embodied Robotic Manipulation: A Survey AI summary
Gaofeng Li, Ruize Wang, Peisen Xu, Qi Ye, Jiming Chen
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The iMETRO Dynamic Simulation: An Open-Source Simulator for Intravehicular Space Robotics Research AI summary
Nikki Hart, Nathan Dunkelberger, Erik Holum, Lydia Kavraki, Emma Zemler, Shaun Azimi
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Using Non-Expert Data to Robustify Imitation Learning Via Offline Reinforcement Learning AI summary
Kevin Huang, Rosario Scalise, Cleah Winston, Ayush Agrawal, Yunchu Zhang, Rohan Baijal, Markus Grotz, Byron Boots, Benjamin Burchfiel, Hongkai Dai, Masha Itkina, Paarth Shah, Abhishek Gupta
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ROOM: A Physics-Based Continuum Robot Simulator for Photorealistic Medical Datasets Generation AI summary
Salvatore Esposito, Matias Mattamala, Daniel Rebain, Francis Xiatian Zhang, Kev Dhaliwal, Mohsen Khadem, Subramanian Ramamoorthy
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The Translational/ Rotational Piezoelectric Impact Drive Mechanism for Cell/tissue Extraction from Mouse Cranial Window AI summary
Hirotaka Sugiura, Hiroki Kunii, Satoshi Amaya, Kawamura Shuntaro, Takebe Takanori, Fumihito Arai
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Low Cost, Easily Manufactured, Highly Flexible Strain and Touch Sensitive Fiber for Robotics Applications AI summary
Christian Diaz Herrera, Srushti Raste, Simin Liu, Miles Modeste, Jiyang (Patton) Yin, Katelyn McCall, Yuxing Jared Yao, Roopkamal Chahal, Simon Chidley, Trung Ha, T. David Westmoreland, Sonia Roberts
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WideDepth: Millimeter-Accurate Benchmark for Fisheye Depth Estimation AI summary
Ilia Indyk, Ignat Penshin, Ivan Sosin, Maxim Monastyrny, Aleksei Valenkov, Ilya Makarov
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ProbeMDE: Uncertainty-Guided Active Proprioception for Monocular Depth Estimation in Surgical Robotics AI summary
Britton Jordan, Jordan Thompson, Jesse F. d'Almeida, Hao Li, Nithesh Kumar, Susheela Sharma Stern, James Ferguson, Ipek Oguz, Robert James Webster III, Daniel Brown, Alan Kuntz
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SilRef: Joint Visual Silhouette and Tactile Pose Optimization for Transparent Object Manipulation AI summary
Saifeddine Aloui, Mathieu Grossard, Markus Vincze and Andreas Holzinger
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Pseudocode-Guided Structured Reasoning for Automating Reliable Inference in Vision-Language Models AI summary
Weicong Ni, Tianbao Jiang, Linlin Wang
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PS-ECBS: A New Algorithm for Multi-Agent Path Finding with Optimal Task Assignment AI summary
Cheng Zhang, Shixin Liu
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Hierarchical LLM-VLA-Controller Integration for Task Generalization AI summary
INHYUK CHOI, Sangmoon Lee
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Real-Time Sit-To-Stand Phase Classification with a Mobile Assistive Robot from Close Proximity Utilizing 3D Visual Skeleton Recognition AI summary
Anas Mahdi, Zonghao Dong, Jonathan Feng-Shun Lin, Yue Hu, Yasuhisa Hirata, Katja Mombaur
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LLM-Aided Assistive Robot for Single-Operator Bimanual Teleoperation AI summary
Haolin Fei, Songlin Ma, Guanglong Du, Elmira Yadollahi, Hak-Keung Lam, Angela Faragasso, Allahyar Montazeri, Ziwei Wang
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SHaRe-RL: Structured, Interactive Reinforcement Learning for Contact-Rich Industrial Assembly Tasks AI summary
Jannick Stranghöner, Philipp Hartmann, Lisa-Marie Weigelt, Marco Braun, Sebastian Wrede, Klaus Neumann
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SHeRLoc: Synchronized Heterogeneous Radar Place Recognition for Cross-Modal Localization AI summary
Hanjun Kim, Minwoo Jung, Wooseong Yang, Ayoung Kim
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OmniRetarget: Interaction-Preserving Data Generation for Humanoid Whole-Body Loco-Manipulation and Scene Interaction AI summary
Lujie Yang, Xiaoyu Huang, Zhen Wu, Angjoo Kanazawa, Pieter Abbeel, Carmelo Sferrazza, Karen Liu, Yan Duan, Guanya Shi
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GSWorld: Closed-Loop Photo-Realistic Simulation Suite for Robotic Manipulation AI summary
Guangqi Jiang, Haoran Chang, Ri-Zhao Qiu, Yutong Liang, Mazeyu Ji, Jiyue Zhu, Xueyan Zou, Zhao Dong, Xiaolong Wang
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Simple Models, Real Swimming: Digital Twins for Tendon-Driven Underwater Robots AI summary
Mike Yan Michelis, Nana Obayashi, Josie Hughes, Robert Kevin Katzschmann
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Suppressing Initial Force Overshoot Using Admittance Filter and ASMC under Contact Location Uncertainty AI summary
Sejik Oh, Yi Gyeom Kim, Hyojin Jo, Dogyun Park, Nam Kyu Kwon
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DropClick: Semi-Automated One-Click Segmentation for Agricultural Robotic Data AI summary
Patrick Zimmer, Michael Allan Halstead, Christopher Steven McCool
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Mis: Light Response Agent for Video Comment with Multimodal Informative Seeking AI summary
Dong Zhang, Tongfei Shen, Zhiyu Tang, Shoushan Li, Guodong Zhou
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OpenPyRo-A1: An Open Python-Based Low-Cost Bimanual Robot for Embodied AI AI summary
Helong Huang, Christopher Edwin Mower, Guowei Huang, Sarthak Das, Magnus Dierking, guangyuan Luo, Kai Tan, xi Chen, Yehai Yang, Yingbing Chen, Yiming Zeng, Yinchuan Li, zhanpeng ZHANG, Shuang Wu, Yingxue Zhang, Weichao Qiu, Tongtong Cao, Mian Qin, Sajjad Pakdamansavoji, Yuecheng Liu, Yuzheng Zhuang, Guangjian Tian, Jianye Hao, Jun Wang, Haitham Bou Ammar, Xingyue Quan
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Morphogenetic Assembly and Adaptive Control for Heterogeneous Modular Robots AI summary
Chongxi Meng, Da Zhao, Yifei Zhao, Minghao Zeng, Yanmin Zhou, Zhipeng Wang, Bin He
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SLIM-VDB: A Real-Time 3D Probabilistic Semantic Mapping Framework AI summary
Anja Sheppard, Parker Ewen, Joseph Wilson, Advaith Venkatramanan Sethuraman, Benard Adewole, Anran Li, Yuzhen Chen, Ram Vasudevan, Katherine Skinner
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Enhancing Classical Motion Planners Using RL with Safety Guarantees AI summary
Elias Goldsztejn, Ronen Brafman
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